DeepLearning.AI Courses

How Diffusion Models Work

279 ratings at Coursera

Gain deep understanding of diffusion models in AI. Build from scratch, explore sampling, training, and personalized image generation. Hands-on labs with Jupyter notebooks expand your generative AI skills.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

AI Agents in LangGraph

275 ratings at Coursera

Learn to build controllable AI agents using LangGraph. Create agents from scratch, implement persistence, incorporate human-in-the-loop, and develop an essay-writing agent. Enhance agent knowledge with agentic search.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Microcredential

DeepLearning.AI Data Analytics

254 ratings at Coursera

Master in-demand data analytics skills with practical, real-world applications. Learn to manage the entire data lifecycle while integrating AI tools to accelerate workflows and extract meaningful insights for better decision-making.

• Coursera
• 16 weeks, 5 hours a week
• On-Demand
• Paid Course
• 5 courses

AI and Public Health

250 ratings at Coursera

Explore AI's role in public health, learn problem-solving frameworks, and create an air quality monitoring app for Bogotá in hands-on labs.

• Coursera
• 8 hours 53 minutes
• On-Demand
• Paid Course

Data Analytics Foundations

200 ratings at Coursera

Gain insights into data analytics fundamentals, from understanding raw data to creating impactful visualizations using spreadsheets. Learn structured approaches for analysis projects while exploring real-world datasets and leveraging LLMs.

• Coursera
• 1 day 3 hours 10 minutes
• On-Demand
• Paid Course

Retrieval Augmented Generation (RAG)

187 ratings at Coursera

Master building production-ready RAG systems that connect LLMs to external data sources through hands-on labs with vector databases, retrieval methods, and real-world datasets.

• Coursera
• 1 day 7 hours 16 minutes
• On-Demand
• Paid Course

AI-Powered Software and System Design

176 ratings at Coursera

Explore AI-driven approaches for designing robust software systems, enhancing efficiency and innovation in development processes.

• Coursera
• 11 hours 35 minutes
• On-Demand
• Paid Course

Team Software Engineering with AI

173 ratings at Coursera

Explore AI-powered team software engineering techniques to enhance collaboration, productivity, and innovation in development projects.

• Coursera
• 13 hours 23 minutes
• On-Demand
• Paid Course

신경망 및 딥 러닝

신경망과 딥 러닝의 기본 개념을 학습하고 실제 애플리케이션에 적용하는 방법을 익힙니다. 벡터화된 구현, 주요 파라미터 식별, 컴퓨터 비전 작업을 위한 심층 신경망 구축 등을 다룹니다.

• Coursera
• 1 day 3 hours 18 minutes
• On-Demand
• Paid Course

AI and Climate Change

142 ratings at Coursera

Explore AI's role in climate change mitigation through wind power forecasting and biodiversity monitoring case studies, gaining practical skills in time series analysis and computer vision.

• Coursera
• 14 hours 41 minutes
• On-Demand
• Paid Course

Source Systems, Data Ingestion, and Pipelines

135 ratings at Coursera

Explore source systems, implement batch and streaming pipelines, automate data workflows, and monitor data quality using AWS and open-source tools for efficient data management.

• Coursera
• 1 day 10 hours 27 minutes
• On-Demand
• Paid Course

Functions, Tools and Agents with LangChain

117 ratings at Coursera

Explore LangChain's latest features: function calling, LCEL syntax, and tool selection. Build advanced conversational agents and enhance your LLM applications with structured outputs and efficient customization.

• Coursera
• 1 hour 5 minutes
• On-Demand
• Paid Course

Сверточные нейронные сети

Изучение построения и применения сверточных нейронных сетей для обработки изображений, распознавания объектов и лиц, а также создания изображений с помощью нейронной передачи стиля.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Paid Course

Структурирование проектов по машинному обучению

Узнайте, как диагностировать ошибки в ML-системах, выбирать перспективные направления для их снижения и применять сложные техники обучения для успешной реализации AI-проектов.

• Coursera
• 5 hours 24 minutes
• On-Demand
• Paid Course

Knowledge Graphs for RAG

96 ratings at Coursera

Learn to leverage knowledge graphs in RAG applications, enhancing LLM performance with structured data relationships, advanced querying, and comprehensive information retrieval techniques.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course